Shiyu Shen, Xiaohu Yang, Guobo Zhang, Ziqi Zhao, Yanyun Ma. Precise control of high-energy protons transport in space environment by using bayesian optimization[J]. High Power Laser and Particle Beams, 2023, 35(10): 104005
- High Power Laser and Particle Beams
- Vol. 35, Issue 10, 104005 (2023)
Fig. 1. Magnetic induction intensity diagram of theoretical model and IGRF database
Fig. 2. Proton trajectory with and without relativistic effect
Fig. 3. Proton trajectory with and without synchrotron radiation
Fig. 4. Bayesian optimization flow chart
Fig. 5. Relationship between the minimum distance and the exit velocity direction
Fig. 6. Schematic diagram of optimization results
Fig. 7. Variation of min distance and iteration times
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Table 1. Optimal emission direction and minimum distance at different emission positions
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